HypeMed: Enhancing Medication Recommendations with Hypergraph-Based Patient Relationships

ArXi:2603.18459v1 Announce Type: cross Medication recommendations aim to generate safe and effective medication sets from health records. However, accurately recommending medications hinges on inferring a patient's latent clinical condition from sparse and noisy observations, which requires both (i) preserving the visit-level combinatorial semantics of co-occurring entities and (ii) leveraging informative historical references through effective, visit-conditioned retrieval.